FLIP GB1, low-vs-high split (FLIP split)
The split of FLIP GB1, low-vs-high split that FLIP evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits.
Subset and evaluation context
This record describes a particular subset or cohort used in an evaluation. Its results do not describe the full dataset.
Evaluation results
Release 2026-09-17-134cd1815de8 · 13 evaluations · 13 metric rows. Different protocols are not a single leaderboard. Where several source tables report the same metric, the published comparisons above offer a pooled view that names what it does not hold constant.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| BLOSUM62 on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Method: BLOSUM62Task: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high splitDataset subset: FLIP GB1, low-vs-high split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| -0.13 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(BLOSUM62), column(low-vs-high) Source checking is not independent reproduction. |
| CNN on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Method: CNNTask: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high splitDataset subset: FLIP GB1, low-vs-high split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.51 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(CNN), column(low-vs-high) Source checking is not independent reproduction. |
| ESM-1b (mean) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Configuration: ESM-1b (mean)Task: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high splitDataset subset: FLIP GB1, low-vs-high split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.13 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(ESM-1b (mean)), column(low-vs-high) Source checking is not independent reproduction. |
| ESM-1b (mut mean) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Configuration: ESM-1b (mut mean)Task: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high splitDataset subset: FLIP GB1, low-vs-high split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.45 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(ESM-1b (mut mean)), column(low-vs-high) Source checking is not independent reproduction. |
| ESM-1b (per AA) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Configuration: ESM-1b (per AA)Task: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high splitDataset subset: FLIP GB1, low-vs-high split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.59 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(ESM-1b (per AA)), column(low-vs-high) Source checking is not independent reproduction. |
| ESM-1v (mean) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Configuration: ESM-1v (mean)Task: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high splitDataset subset: FLIP GB1, low-vs-high split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.10 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(ESM-1v (mean)), column(low-vs-high) Source checking is not independent reproduction. |
| ESM-1v (mut mean) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Configuration: ESM-1v (mut mean)Task: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high splitDataset subset: FLIP GB1, low-vs-high split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.49 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(ESM-1v (mut mean)), column(low-vs-high) Source checking is not independent reproduction. |
| ESM-1v (per AA) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Configuration: ESM-1v (per AA)Task: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high splitDataset subset: FLIP GB1, low-vs-high split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.51 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(ESM-1v (per AA)), column(low-vs-high) Source checking is not independent reproduction. |
| ESM-untrained (mean) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Configuration: ESM-untrained (mean)Task: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high splitDataset subset: FLIP GB1, low-vs-high split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.10 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(ESM-untrained (mean)), column(low-vs-high) Source checking is not independent reproduction. |
| ESM-untrained (mut mean) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Configuration: ESM-untrained (mut mean)Task: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high splitDataset subset: FLIP GB1, low-vs-high split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.13 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(ESM-untrained (mut mean)), column(low-vs-high) Source checking is not independent reproduction. |
| ESM-untrained (per AA) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Configuration: ESM-untrained (per AA)Task: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high splitDataset subset: FLIP GB1, low-vs-high split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.23 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(ESM-untrained (per AA)), column(low-vs-high) Source checking is not independent reproduction. |
| Levenshtein on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Method: LevenshteinTask: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high splitDataset subset: FLIP GB1, low-vs-high split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| -0.10 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(Levenshtein), column(low-vs-high) Source checking is not independent reproduction. |
| Ridge on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split Method: RidgeTask: FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high splitDataset subset: FLIP GB1, low-vs-high split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.34 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(Ridge), column(low-vs-high) Source checking is not independent reproduction. |
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
2 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| description The split of FLIP GB1, low-vs-high split that FLIP evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits. Context-only references | flip primary benchmark evidence No field-specific location recorded Version: 2021 manuscript | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name FLIP GB1, low-vs-high split (FLIP split) Context-only references | flip primary benchmark evidence No field-specific location recorded Version: 2021 manuscript | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Sources and history
Release 2026-09-17-134cd1815de8 · Record review: source checked
1 source records and release history
- flip primary benchmark evidence · Original source · 2021 manuscript
Technical metadata and extraction receipts
Stable ID: flip-dataset-flip-gb1-low-vs-high-split
- areas
- proteins-complexes
- missing metadata
- version: unreported; url: unextracted
Related records
- dataset: BLOSUM62 on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split
- dataset: CNN on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split
- dataset: ESM-1b (mean) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split
- dataset: ESM-1b (mut mean) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split
- dataset: ESM-1b (per AA) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split
- dataset: ESM-1v (mean) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split
- dataset: ESM-1v (mut mean) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split
- dataset: ESM-1v (per AA) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split
- dataset: ESM-untrained (mean) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split
- dataset: ESM-untrained (mut mean) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split
- dataset: ESM-untrained (per AA) on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split
- dataset: Levenshtein on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split
- dataset: Ridge on FLIP GB1-LOW-VS-HIGH: GB1 fitness prediction, low-vs-high split